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Table 1 Data comparison between traditional public health and precision public health

From: Real-world data for precision public health of noncommunicable diseases: a scoping review

Domain

Traditional public health

Current state

Precision public health

Future state

Definition

Use of data for surveillance and epidemiology to inform health policy, community interventions and target populations with disadvantage

Use of routinely collected data to inform precision policy, interventions and decision-making based on social position, equity and disease risk

Data sources

Designed by user specifically for secondary use

Real-world activities such as provision of acute care, wearable devices

Original intent of data

Secondary use

Routine activity

Data refresh

Years

Near or real-time

Data analytics

Descriptive

Descriptive, Predictive, Prescriptive